Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "7" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 220 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 215 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.493353 | -0.801943 | 2.623336 | 0.678214 | 0.835106 | 0.402623 | 2.486071 | 1.444276 | 0.7719 | 0.7698 | 0.2678 | 14.484839 | 13.641881 |
| 2459593 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.514833 | -1.338818 | 2.228516 | 0.892343 | 1.394249 | 0.932386 | 2.650257 | 1.578294 | 0.7326 | 0.7277 | 0.2551 | 5.036800 | 5.262029 |
| 2459592 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.177537 | -0.867183 | 0.513157 | -0.410758 | -1.160865 | -0.331036 | -1.817512 | 0.043509 | 0.0290 | 0.0315 | 0.0011 | nan | nan |
| 2459591 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.443150 | -1.599443 | 3.020305 | 0.816832 | 0.559642 | 1.069516 | 0.192164 | 0.933606 | 0.6681 | 0.6801 | 0.3855 | 5.086945 | 5.574132 |
| 2459590 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.024446 | -1.368388 | 2.470791 | 1.141512 | 0.143941 | 0.286186 | 1.980361 | 1.418752 | 0.6701 | 0.6790 | 0.3808 | 4.878038 | 5.339601 |
| 2459589 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.013048 | -1.219272 | 1.924168 | 0.713870 | 1.034405 | 0.501056 | 2.503091 | 1.700863 | 0.6997 | 0.6988 | 0.3031 | 4.631576 | 5.183911 |
| 2459588 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.229039 | -1.104457 | 2.987529 | 0.938202 | 3.702629 | 3.160871 | 3.325067 | 2.638604 | 0.7817 | 0.7639 | 0.2238 | 8.630941 | 7.705023 |
| 2459587 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | 351.999679 | 351.817865 | inf | inf | 103.686814 | 106.055724 | 580.207529 | 569.657360 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.008797 | -1.755008 | -0.929557 | -0.695887 | -0.785891 | 0.017678 | 0.540941 | 0.557073 | 0.6662 | 0.6787 | 0.3738 | 4.024496 | 4.230360 |
| 2459585 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.802851 | -1.393619 | -0.121065 | -0.732402 | -0.508215 | -0.690709 | -0.406581 | 1.521233 | 0.0320 | 0.0335 | 0.0017 | 0.000000 | 0.000000 |
| 2459584 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 16.464449 | 18.031567 | 1.174491 | 2.683542 | 2.145455 | 3.055114 | 0.081218 | -0.353030 | 0.6223 | 0.6368 | 0.3805 | 3.346182 | 3.403052 |
| 2459583 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.368663 | -2.004927 | -0.728099 | -0.331655 | 0.073881 | -0.982138 | 0.816553 | 0.646337 | 0.6644 | 0.6712 | 0.3998 | 4.091368 | 3.987744 |
| 2459582 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.017404 | -1.812071 | -0.801575 | -0.358988 | 0.617208 | -0.646186 | 0.173450 | 0.373642 | 0.6658 | 0.6743 | 0.4045 | 3.934186 | 4.042783 |
| 2459581 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.207334 | -2.189045 | -0.704807 | -0.205248 | 0.281278 | -0.715348 | 1.044146 | 0.671276 | 0.6649 | 0.6755 | 0.4050 | 3.844277 | 3.990680 |
| 2459580 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.278771 | -1.899042 | -0.852208 | -0.104431 | -0.479677 | -0.756937 | 1.172410 | 0.626970 | 0.6757 | 0.6855 | 0.3941 | 3.982806 | 3.989583 |
| 2459579 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.134565 | -1.698998 | -0.823173 | -0.181453 | 0.153952 | -0.698948 | 1.117608 | 1.410592 | 0.6728 | 0.6834 | 0.3969 | 5.054926 | 5.021566 |
| 2459578 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.381253 | 0.341023 | -0.829178 | -0.334704 | 0.154996 | 0.798792 | 0.186108 | 0.169799 | 0.0301 | 0.0308 | 0.0010 | nan | nan |
| 2459577 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.980793 | -2.126525 | -0.804389 | -0.368642 | 0.519946 | -0.927448 | 1.624914 | 1.515300 | 0.6757 | 0.6878 | 0.3938 | 3.764258 | 3.917539 |
| 2459576 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.815819 | -1.648223 | -0.624405 | -0.627528 | -0.232898 | -0.507939 | 3.773714 | 2.226739 | 0.6787 | 0.6903 | 0.3995 | 2.444375 | 2.398498 |
| 2459575 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.664743 | -1.623285 | -0.766835 | -0.710957 | -0.746830 | -1.232446 | -0.619886 | -0.669061 | 0.7330 | 0.7393 | 0.3497 | 0.000000 | 0.000000 |
| 2459574 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.768761 | -1.536124 | -0.725179 | -0.809147 | -0.079955 | -0.564557 | 1.030902 | 0.099897 | 0.6739 | 0.6952 | 0.3871 | 3.204234 | 3.081791 |
| 2459573 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.983359 | -1.524461 | -0.908890 | -0.032431 | -0.028684 | -0.991755 | 1.943217 | 1.607240 | 0.6651 | 0.6767 | 0.4065 | 0.000000 | 0.000000 |
| 2459572 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.283196 | -1.648146 | -0.796348 | -0.565354 | -0.184993 | -0.733563 | 0.128520 | 1.035534 | 0.6696 | 0.6822 | 0.4078 | 3.084862 | 2.873180 |
| 2459571 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.115214 | 0.315524 | -0.806599 | -0.443043 | -0.321631 | -0.293866 | 0.088983 | -0.010981 | 0.0294 | 0.0285 | 0.0011 | nan | nan |
| 2459570 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.667169 | -1.653528 | -0.744739 | -0.596497 | -0.774180 | -0.939770 | -0.694626 | -0.716022 | 0.7397 | 0.7474 | 0.2609 | 3.391947 | 3.323712 |
| 2459566 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.727366 | -1.488709 | -0.635534 | -0.286768 | 0.131270 | -0.664404 | -0.205650 | -0.368148 | 0.6691 | 0.6806 | 0.4151 | 4.414344 | 3.427083 |
| 2459565 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | -2.569066 | -2.569066 | -2.410329 | -2.410329 | 0.475242 | 0.475242 | 0.005642 | 0.005642 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.087861 | 1.827715 | 1.498464 | 1.791613 | -0.533368 | -0.644579 | -1.585287 | -0.905045 | 0.6887 | 0.6906 | 0.3925 | 3.102455 | 2.897288 |
| 2459563 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.811741 | 5.615050 | 20.906049 | 21.692442 | 9.988611 | 12.823510 | -1.275346 | -0.784249 | 0.6635 | 0.6642 | 0.4074 | 3.626837 | 3.575106 |
| 2459562 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.334726 | 0.908766 | 0.283750 | 0.406305 | -1.165033 | -1.002704 | -1.254311 | -1.201232 | 0.6754 | 0.6787 | 0.4005 | 3.230003 | 2.841992 |
| 2459561 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.780272 | 1.464300 | 0.778120 | 0.962635 | -0.984448 | -0.668229 | -1.853999 | -1.906954 | 0.6760 | 0.6809 | 0.3945 | 2.962656 | 2.715591 |
| 2459560 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.353097 | 1.148831 | 0.387991 | 0.770186 | -0.716993 | -0.230961 | -1.406244 | -1.492318 | 0.6704 | 0.6732 | 0.4095 | 2.739097 | 2.362503 |
| 2459559 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.891666 | 1.788080 | 0.966101 | 1.259619 | -0.373198 | 0.111052 | -1.367066 | -1.416848 | 0.6838 | 0.6919 | 0.3920 | 2.821652 | 2.689530 |
| 2459558 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.547919 | 5.678000 | 11.222965 | 11.234413 | 10.769939 | 12.577074 | -1.580670 | -1.632112 | 0.6845 | 0.6852 | 0.3978 | 2.929775 | 2.717929 |
| 2459557 | dish_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0327 | 0.0328 | 0.0020 | nan | nan |
| 2459556 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.067891 | 6.122563 | 11.760552 | 11.623913 | 10.331830 | 11.543308 | -1.073957 | -2.322464 | 0.6931 | 0.6929 | 0.3869 | 3.190900 | 2.948700 |
| 2459554 | dish_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6798 | 0.6806 | 0.4046 | nan | nan |
| 2459553 | dish_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6868 | 0.6874 | 0.4006 | nan | nan |
| 2459552 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.026214 | 6.770086 | 15.394187 | 16.260110 | 16.000694 | 18.314996 | 0.451497 | 0.426383 | 0.6892 | 0.6848 | 0.3995 | 0.000000 | 0.000000 |
| 2459551 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.638302 | 1.344756 | 0.710753 | 1.045964 | -1.243701 | -0.284466 | -1.552622 | -1.680402 | 0.6806 | 0.6809 | 0.3954 | 2.985499 | 2.813915 |
| 2459550 | dish_ok | - | 98.35% | 98.35% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0536 | 0.0525 | 0.0004 | nan | nan |
| 2459549 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.603556 | 5.512312 | 11.286712 | 11.898597 | 10.543131 | 12.823884 | -1.585351 | -1.913103 | 0.6834 | 0.6833 | 0.4061 | 2.883217 | 2.841764 |
| 2459542 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.947055 | 5.645491 | 22.480339 | 23.842411 | 0.303752 | 1.011508 | -1.682497 | -1.701931 | 0.7447 | 0.7337 | 0.3704 | 2.786912 | 2.684151 |
| 2459541 | dish_ok | 100.00% | 1.79% | 1.79% | 0.00% | 100.00% | 0.00% | 4.655512 | 4.721479 | 14.140159 | 14.074868 | 8.865609 | 10.976197 | 3.770148 | 3.611408 | 0.7308 | 0.7166 | 0.3431 | 3.551974 | 3.514038 |
| 2459540 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.727425 | 2.187833 | 2.141743 | 2.189453 | 0.313075 | 0.580489 | -1.075569 | -0.808440 | 0.7395 | 0.7189 | 0.3683 | 3.284629 | 2.979048 |
| 2459536 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.937605 | 8.913253 | 18.785404 | 19.831688 | 17.198630 | 19.018944 | -2.412593 | -3.627811 | 0.7203 | 0.7223 | 0.4194 | 4.484469 | 4.263835 |
| 2459535 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.149494 | 1.510624 | 1.640066 | 1.891661 | -0.145932 | 0.889837 | -1.242154 | -1.347206 | 0.7731 | 0.7428 | 0.3878 | 2.795794 | 2.735019 |
| 2459534 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.320673 | 1.133439 | 0.675841 | 1.004310 | -0.607882 | -0.097953 | -0.841865 | -1.313463 | 0.7654 | 0.7462 | 0.3721 | 3.701529 | 3.366640 |
| 2459533 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.971194 | 6.057153 | 11.640656 | 12.049802 | 9.636580 | 11.492789 | -1.782352 | -1.658080 | 0.7091 | 0.7064 | 0.4058 | 3.000780 | 2.958113 |
| 2459532 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.992017 | 7.123660 | 15.304028 | 15.446056 | 11.691361 | 14.249984 | -1.589267 | -1.844122 | 0.7086 | 0.7028 | 0.4059 | 3.429477 | 3.434825 |
| 2459530 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.411992 | 1.349664 | 0.637735 | 0.866751 | -0.964981 | -0.317579 | -1.507453 | -1.343367 | 0.7308 | 0.7203 | 0.4059 | 3.039947 | 3.003674 |
| 2459527 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459523 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.644878 | 4.570170 | 6.289623 | 7.389406 | 4.385400 | 2.678515 | 2.073803 | 1.071224 | 0.0319 | 0.0346 | 0.0017 | nan | nan |
| 2459508 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.292764 | 7.244420 | 9.736658 | 9.811095 | 10.355695 | 8.970741 | 8.647749 | 10.735728 | 0.8733 | 0.8950 | 0.2718 | 0.000000 | 0.000000 |
| 2459505 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.412401 | 4.186345 | 12.700752 | 11.556608 | 3.455093 | 5.790702 | -0.864102 | -0.676536 | 0.8779 | 0.8350 | 0.2279 | 7.368158 | 7.176811 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 25.023518 | -0.898366 | -0.404872 | -0.555298 | 0.004204 | 0.786401 | -0.870849 | 25.023518 | 0.159226 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 2.997039 | -0.816505 | -0.652570 | -0.205802 | -0.104409 | -0.955081 | 0.005747 | -0.005893 | 2.997039 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 0.618097 | -0.562070 | -0.544873 | -0.164011 | -0.175716 | -0.259457 | -0.211154 | 0.618097 | -0.246877 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 12.428335 | -0.601150 | -0.645059 | -0.109947 | -0.272986 | -0.188692 | -0.983921 | 12.428335 | 0.270427 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 11.007181 | -0.829103 | -0.699283 | -0.278847 | -0.429624 | 1.534895 | -1.257113 | 11.007181 | -0.279767 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 21.004188 | -0.480820 | -0.780674 | -0.328393 | -0.320708 | -0.677100 | -0.360806 | -0.033499 | 21.004188 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 0.814233 | -0.623221 | -0.706431 | -0.058984 | -0.157456 | -0.413132 | 0.743611 | 0.106461 | 0.814233 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 6.560786 | -0.717455 | -0.697567 | -0.101568 | 0.033163 | 1.174675 | 0.051778 | 6.560786 | 1.032288 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 27.626857 | -0.561736 | -0.286738 | -0.183316 | -0.134940 | 1.362037 | -1.004275 | 27.626857 | 0.383044 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 3.027021 | -0.076232 | -0.883671 | 0.051146 | -0.149425 | -0.725606 | 1.370690 | 0.622482 | 3.027021 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 33.767309 | -0.437145 | -0.363530 | -0.191553 | 0.324148 | 0.480545 | -0.801936 | 33.767309 | 1.734457 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 63.790520 | -0.264256 | -0.591093 | -0.548945 | -0.409349 | 0.810927 | 1.496894 | 4.286666 | 63.790520 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 11.453727 | -0.626557 | -0.609688 | -0.274585 | 0.144879 | -0.681300 | 0.426265 | 0.347327 | 11.453727 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 8.267536 | -0.539045 | -0.309414 | -0.166519 | -0.277214 | 0.015887 | -0.302457 | 8.267536 | 0.163805 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 7.558079 | -0.580076 | -0.886255 | -0.113823 | -0.035343 | -1.059749 | 0.376549 | 0.430912 | 7.558079 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 7.297602 | -0.395282 | -0.770706 | -0.224472 | -0.106194 | -0.738851 | -0.116240 | 1.164387 | 7.297602 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 1.703271 | -0.913703 | -0.276894 | -0.098662 | -0.015140 | 0.168367 | -0.625691 | 1.703271 | -0.011588 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 5.065968 | 0.110777 | -0.577842 | 0.375825 | -0.767888 | -1.220901 | 0.069217 | 0.384195 | 5.065968 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 11.527086 | -0.727161 | -1.134326 | -0.373313 | -0.163168 | -0.791400 | -0.035121 | -0.285592 | 11.527086 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 12.873039 | -0.554696 | -0.831366 | -0.108155 | -0.161222 | -0.199967 | 0.577793 | 0.728809 | 12.873039 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 12.894790 | -0.594261 | -0.669135 | -0.107169 | -0.077860 | -0.789490 | 0.324119 | 0.222052 | 12.894790 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 44.150680 | 2.230664 | 1.684620 | 1.620657 | 1.424495 | 4.551274 | 7.273419 | 10.351050 | 44.150680 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | Not Found | nn Temporal Discontinuties | 12.918006 | 4.851490 | 4.789689 | 3.095385 | 2.313796 | 2.535376 | 0.354801 | 12.918006 | 2.517802 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | ee Temporal Discontinuties | 3.654551 | -0.639172 | 0.547602 | -0.226813 | -0.097405 | 1.192300 | 0.684469 | 2.701690 | 3.654551 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 36.678817 | 3.419805 | 2.366344 | 1.596031 | 1.482148 | 2.961123 | 15.035363 | 10.355678 | 36.678817 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 15.731957 | 0.152968 | -0.444829 | -0.545302 | -0.597284 | -0.366999 | -0.134718 | 2.620450 | 15.731957 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 24.345753 | 3.591554 | 2.848133 | 1.848651 | 1.754700 | 3.973845 | 8.914584 | 3.474933 | 24.345753 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 33.453736 | 5.543721 | 5.838953 | 3.794960 | 3.848354 | 23.362650 | 5.412616 | 33.453736 | 4.305766 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 46.580569 | 3.532637 | 2.304935 | 3.295106 | 2.385931 | 2.349647 | 9.354277 | 9.767285 | 46.580569 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 18.497434 | 0.709369 | -0.774930 | -0.604940 | -0.247266 | 0.099898 | 0.707176 | 0.626809 | 18.497434 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 8.417630 | -0.817750 | -0.853370 | -0.089432 | -0.567011 | 0.014379 | -0.389868 | 8.417630 | -0.065876 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 22.335133 | 1.858169 | 2.792179 | 1.598404 | 2.014654 | 6.778449 | 1.878248 | 22.335133 | 4.407276 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 23.069579 | 1.949428 | 2.726018 | 1.676749 | 1.989691 | 1.147266 | 2.581896 | 23.069579 | 1.812558 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 22.583048 | 2.510600 | 3.834796 | 1.655414 | 2.407270 | 1.389054 | 0.375404 | 22.583048 | 0.423280 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 14.075994 | -0.977871 | 0.498687 | 0.039079 | -0.829865 | 0.845267 | 0.489887 | 14.075994 | 0.321598 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 27.692926 | 2.550523 | 1.738361 | 2.056369 | 1.637519 | 0.054683 | 1.961683 | 1.483713 | 27.692926 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 29.958420 | 1.321822 | 1.796987 | 1.423837 | 1.720094 | 4.038670 | 0.728532 | 29.958420 | 1.345238 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 41.124366 | 1.008162 | 1.427789 | 1.040267 | 1.301489 | 4.723654 | 1.360174 | 41.124366 | 0.950321 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 42.228606 | 1.676537 | 2.626214 | 1.196770 | 1.624774 | 5.031773 | 1.113343 | 42.228606 | 1.262116 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 18.648561 | 1.258570 | 1.837644 | 0.950776 | 1.441587 | 0.403293 | -0.425632 | 18.648561 | 0.122824 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 13.263820 | -0.200515 | -1.499298 | -0.313871 | -0.595474 | -0.387824 | 0.506588 | 3.082414 | 13.263820 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 3.266613 | 1.601912 | 1.180122 | 1.655478 | 1.246330 | 0.653904 | 2.626574 | 1.202995 | 3.266613 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Variability | 3.694811 | 1.682649 | 1.925491 | 1.425718 | 1.483986 | 3.694811 | 0.673466 | 1.836500 | 0.881120 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 36.128240 | 2.652111 | 1.639377 | 2.036051 | 1.105750 | 0.917414 | 6.760775 | 1.595180 | 36.128240 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 12.661855 | 2.791516 | 1.742205 | 1.272218 | 0.655160 | 1.500048 | 1.752034 | 1.257895 | 12.661855 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 19.816049 | 2.145537 | 1.488518 | 1.493818 | 1.126693 | 0.272068 | 9.483394 | 1.534656 | 19.816049 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 8.723262 | -0.394683 | -0.825160 | -0.799747 | -0.210930 | -0.462981 | -0.064489 | 3.963555 | 8.723262 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 20.906781 | 2.059720 | 2.941105 | 1.475462 | 1.863752 | 3.285027 | 1.206177 | 20.906781 | 1.264957 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 1.805381 | -0.529395 | -0.993286 | 0.169977 | -0.212220 | 0.358629 | -0.022890 | 1.805381 | 1.485720 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 1.233859 | 0.984333 | 1.003716 | 0.483307 | 0.612401 | 0.342358 | 0.260730 | 1.233859 | -0.256622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | digital_ok | nn Temporal Discontinuties | 5.081007 | 1.207215 | 1.293833 | 0.986324 | 0.984090 | 3.505189 | -0.355134 | 5.081007 | 0.509812 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | dish_ok | nn Temporal Discontinuties | 13.378977 | 0.089604 | -0.709475 | -1.009577 | -0.727642 | -0.559962 | 0.355588 | 9.332613 | 13.378977 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | dish_ok | nn Temporal Discontinuties | 8.203070 | 0.756972 | 0.786494 | -1.198511 | -1.202963 | 5.938841 | 5.986894 | 8.203070 | 0.891740 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | dish_ok | nn Temporal Discontinuties | 14.222623 | 1.100241 | 1.140710 | 0.877057 | 0.802214 | 0.057099 | -0.511581 | 14.222623 | 0.480237 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | dish_ok | nn Temporal Discontinuties | 41.911116 | 2.063275 | 2.892476 | 1.379282 | 1.787961 | 3.406613 | 0.510935 | 41.911116 | 2.382777 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | dish_ok | nn Temporal Discontinuties | 16.427512 | 1.856853 | 2.601816 | 2.121376 | 2.811001 | 9.299446 | 0.428023 | 16.427512 | 1.141704 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | dish_ok | nn Temporal Discontinuties | 2.300812 | 0.246827 | -1.298613 | -1.072498 | -0.764470 | -0.099078 | 0.613583 | 1.144048 | 2.300812 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | dish_ok | nn Temporal Variability | 1.847949 | -0.967269 | 0.662814 | -0.205869 | -0.429207 | 1.847949 | 0.673886 | 1.843120 | 1.050111 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | dish_ok | ee Temporal Discontinuties | 11906.083028 | 3237.563305 | 3237.563305 | 3040.134341 | 3040.134341 | 2365.032501 | 2365.032501 | 11906.083028 | 11906.083028 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | dish_ok | nn Temporal Discontinuties | 2882.540480 | 772.543135 | 772.543135 | 700.612528 | 700.612528 | 725.380782 | 725.380782 | 2882.540480 | 2882.540480 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | dish_ok | ee Temporal Discontinuties | 1845.137770 | 642.769449 | 642.769449 | 659.603509 | 659.603509 | 577.654539 | 577.654539 | 1845.137770 | 1845.137770 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | N02 | dish_ok | nn Temporal Discontinuties | 4.665429 | -1.069581 | 0.710031 | -0.933755 | -0.970572 | -0.226442 | -0.832528 | 4.665429 | 3.185778 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Variability | 0.451613 | -0.242225 | -1.426698 | -0.818804 | -1.085443 | 0.146384 | 0.451613 | -0.674239 | -0.420334 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Variability | 0.468371 | -0.730201 | 0.351404 | -0.519396 | -0.573350 | 0.466980 | 0.468371 | -0.198051 | -0.325005 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 47.312502 | -0.015316 | -0.503698 | 1.530289 | 3.605033 | -0.576484 | 3.053859 | 4.374254 | 47.312502 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 70.479355 | 0.153381 | -0.171206 | 2.161006 | 3.443334 | 0.068521 | 3.875743 | 5.005508 | 70.479355 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 20.555815 | 0.934878 | -0.203449 | 2.735988 | 2.940607 | 2.240740 | 3.929912 | 4.346296 | 20.555815 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Variability | 11.668877 | -0.135394 | 0.263903 | 2.682836 | 1.339583 | 11.668877 | 0.821426 | 5.027778 | 3.754642 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 5.771438 | -0.522874 | 0.024593 | 2.125107 | 1.405466 | 3.508490 | -0.246464 | 5.771438 | 0.568597 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 4.401591 | -0.557338 | -0.156088 | 1.901304 | 1.259123 | 1.742403 | 1.101862 | 4.401591 | 0.944418 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 7.703199 | 0.093554 | -0.324298 | 1.519729 | 2.856941 | 0.636386 | 0.495351 | 1.620433 | 7.703199 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 12.243398 | -0.147356 | 0.278153 | 4.032629 | 2.541576 | 3.941063 | 2.103106 | 12.243398 | 4.638835 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 10.777275 | 0.158285 | -0.180389 | 1.458443 | 2.449826 | 3.724146 | 2.367591 | 3.786596 | 10.777275 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 6.299089 | -0.649557 | 0.212303 | 2.122971 | 1.165362 | 1.913357 | 6.247732 | 6.299089 | 3.790701 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 12.988091 | 0.401485 | 0.413784 | 2.027820 | 2.796989 | 1.913504 | 5.416944 | 3.512908 | 12.988091 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 6.254282 | -0.546348 | -0.108964 | 2.677885 | 1.424132 | 1.758434 | 1.161487 | 6.254282 | 1.352176 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 9.782924 | -0.410968 | 0.113442 | 1.766983 | 1.704612 | 7.081204 | 0.002441 | 9.782924 | 4.498068 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 44.690635 | -0.806058 | -0.519359 | 43.714661 | 44.690635 | 0.374339 | 0.327780 | 9.474802 | 0.422605 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 8.069394 | -0.127494 | 0.146339 | 1.859157 | 2.965992 | 1.858735 | 5.696484 | 3.020903 | 8.069394 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 20.078232 | 0.264521 | -0.375625 | 1.781624 | 2.508308 | 0.829897 | 2.052939 | 3.537599 | 20.078232 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Shape | 2.258691 | 0.422980 | 2.258691 | -0.755405 | -0.163024 | 0.574585 | -1.145213 | 0.697056 | 0.056265 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 20.960927 | 0.162212 | 0.904602 | 4.078145 | 4.244323 | 10.683819 | 2.698880 | 20.960927 | 10.824326 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 1.379610 | -0.979218 | -0.623356 | 0.429108 | 0.871323 | -0.039990 | 1.199774 | 0.788164 | 1.379610 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Power | 2.560035 | -0.179651 | 1.684400 | 1.853652 | 2.560035 | 1.372501 | 0.396330 | 0.419670 | 0.262699 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 14.022347 | 0.250744 | -0.215359 | 2.207966 | 2.350606 | 1.025293 | 3.584188 | 0.492306 | 14.022347 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 3.554510 | -0.667551 | 0.016563 | 1.245628 | 1.625133 | 1.690079 | 0.013323 | 3.554510 | 1.413544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 2.761814 | -0.633509 | -0.005078 | 0.978460 | 1.450540 | 0.507512 | 0.484534 | 2.761814 | 1.618477 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 7.398813 | -0.737610 | 1.428601 | 1.413126 | 1.974113 | 0.999807 | 0.230749 | 4.318381 | 7.398813 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 12.758176 | -1.059124 | 1.324738 | -1.018650 | 0.306913 | 0.021948 | -0.082913 | 12.758176 | 4.145079 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Variability | 0.722993 | -0.404751 | 0.016683 | 0.653485 | -0.028870 | 0.722993 | -0.923506 | 0.099093 | 0.456136 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 2.596232 | -1.353672 | 1.026231 | -1.050783 | 0.498945 | -0.631528 | -0.441461 | 2.596232 | 1.017854 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 5.597253 | 2.051601 | -0.603568 | 1.207198 | -0.673167 | -0.021464 | -0.484385 | 5.597253 | 3.931809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 2.788403 | -0.635303 | -0.032636 | 1.462366 | 0.683228 | 1.291814 | 0.919915 | 2.788403 | 1.716356 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Discontinuties | 3.223157 | -0.339520 | -0.293555 | 0.338113 | 1.396634 | 0.187902 | 0.907163 | 2.011650 | 3.223157 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | nn Temporal Discontinuties | 4.511080 | -0.141294 | -0.984770 | 0.788712 | 0.125957 | 0.107748 | -0.012182 | 4.268934 | 4.511080 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | 2 | dish_ok | ee Temporal Variability | 31035.136088 | -0.677819 | -0.677819 | 1036.834383 | 1036.834383 | 31035.136088 | 31035.136088 | 8.269686 | 8.269686 |